Faq chatbot

I have faqs and answers .when ever user asks question related to the faq the bot should give response.the faq size is very huge.Iam new to ML.iam thinking of implementing classification model with feed forward neural network.I will create some sample questions for a faq and create a class for each question.is this model feasible when the data is huge ?. Please suggest if there is any appropriate model for this.